To gauge whether democracies are "winning" in the AI era, one can use a three-part framework. It assesses leadership in core invention (e.g., chips), effective adoption across the economy and national security, and the successful integration of AI in ways that reinforce, rather than undermine, democratic values.

Jensen Huang defines winning the global AI race not as controlling every AI model, but as ensuring the American tech stack—from chips to computing systems and platforms—is used by 90% of the world. This strategy avoids the national security risks seen in industries like solar and telecommunications, where the U.S. lost its infrastructure leadership.

China's promotion of open-weight models is a strategic maneuver to exert global influence. By controlling the underlying models that answer questions about history, borders, and values, a nation can shape global narratives and project soft power, much like Hollywood did for the U.S.

Establishing a significant AI lead over autocratic rivals is not just for geopolitical dominance. It is a strategic tool that affords democracies the luxury to prioritize safety, ethics, and trust. This lead prevents a "race to the bottom" where both sides might irresponsibly cut corners on safety.

The U.S. strategy treats AI not just as technology, but as a foundational tool for global influence. By creating a dominant 'tech umbrella,' it aims to forge alliances and exert power in a way analogous to how its military has secured its global standing since WWII, making AI the new core of its national power.

The AI competition is not a race to develop the most powerful technology, but a race to see which nation is better at steering and governing that power. Developing an uncontrollable 'AI bazooka' first is not a win; true advantage comes from creating systems that strengthen, rather than weaken, one's own society.

The strongest, yet unmade, argument for NVIDIA selling to China is cultural soft power. By making its tech stack the global standard, it ensures future open-source models are built with inherent American values, preventing a splintered ecosystem where Chinese-value-laden models dominate emerging markets.

As models mature, their core differentiator will become their underlying personality and values, shaped by their creators' objective functions. One model might optimize for user productivity by being concise, while another optimizes for engagement by being verbose.

Sovereign AI is not just about where data centers are located. It's a holistic approach encompassing control over infrastructure, data, the models themselves, and governance. This ensures the AI system reflects an organization's unique values, laws, and culture, making accountability possible.